Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-27 0.211877 0.235097 0.260931 0.292024 0.328725 0.371043 0.424081
2025-08-03 0.176362 0.207626 0.245622 0.296130 0.363000 0.450801 0.579006
2025-08-10 0.151918 0.186055 0.230124 0.293046 0.383955 0.516624 0.738350
2025-08-17 0.130985 0.164649 0.209904 0.277805 0.382314 0.547627 0.856161
2025-08-24 0.117040 0.150256 0.196419 0.268639 0.386087 0.585975 1.000977
2025-08-31 0.107766 0.140994 0.188585 0.265987 0.398663 0.641524 1.205879
2025-09-07 0.100979 0.134405 0.183625 0.266640 0.416350 0.711165 1.484064
2025-09-14 0.092758 0.124887 0.173084 0.256422 0.412153 0.735501 1.665524
2025-09-21 0.086089 0.117107 0.164427 0.248135 0.409832 0.763073 1.878788
2025-09-28 0.081384 0.111920 0.159347 0.245338 0.417626 0.816322 2.225283
2025-10-05 0.080721 0.112881 0.164234 0.261022 0.466728 0.991252 3.269476
2025-10-12 0.079239 0.112388 0.166588 0.272256 0.509064 1.170899 4.749410
2025-10-19 0.077310 0.111169 0.167829 0.282083 0.552466 1.386942 7.300767
2025-10-26 0.074848 0.108913 0.167081 0.287936 0.588498 1.608814 11.403617
2025-11-02 0.071447 0.104835 0.162669 0.285436 0.602101 1.758778 16.342479
2025-11-09 0.066766 0.098296 0.153227 0.270857 0.578874 1.739492 18.386490
2025-11-16 0.063211 0.093502 0.146702 0.262040 0.570615 1.787182 23.207936
2025-11-23 0.060727 0.090416 0.143152 0.259486 0.580409 1.932704 35.661360
2025-11-30 0.058819 0.088219 0.141110 0.260118 0.600284 2.153367 67.664166
2025-12-07 0.055848 0.083997 0.134884 0.250254 0.584614 2.161124 88.230125
2025-12-14 0.053285 0.080386 0.129641 0.242249 0.573652 2.194126 126.287905
2025-12-21 0.051473 0.078034 0.126721 0.239547 0.580035 2.349840 285.467729
2025-12-28 0.051631 0.079219 0.130871 0.254695 0.653221 3.100105 NaN